I have gone the last week in August twice, and have found the crowds to be very managable. I went the third week in August last year, and was overwhelmed by the crowds (I usually travel off season but couldn't because I was travelling with my sister, who is a teacher, and her kids). Another sister went the last week in August last year, and said there were no lines.
Karen